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The fix for: I want to go to a car wash to wash my car and it's 50 meters away. Should I drive or should I walk?

The fix for: I want to go to a car wash to wash my car and it's 50 meters away. Should I drive or should I walk?

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1 min read
The Math Behind Local LLMs: How to Calculate Exact VRAM Requirements Before You Crash Your GPU

The Math Behind Local LLMs: How to Calculate Exact VRAM Requirements Before You Crash Your GPU

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3 min read
"A Survey of LLM-based Deep Search Agents" (2026)

"A Survey of LLM-based Deep Search Agents" (2026)

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2 min read
LLM Observability Tools Compared: The 2026 Landscape

LLM Observability Tools Compared: The 2026 Landscape

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5 min read
Built an open-source memory layer for local LLMs — single-shot calls, auto-extracted constraints, no context degradation

Built an open-source memory layer for local LLMs — single-shot calls, auto-extracted constraints, no context degradation

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1 min read
Building WeaveLLM: Why .NET Deserves a Better then LangChain

Building WeaveLLM: Why .NET Deserves a Better then LangChain

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9 min read
What Happens When You Evaluate a B2B Sales Agent on Tasks It Was Never Designed For

What Happens When You Evaluate a B2B Sales Agent on Tasks It Was Never Designed For

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5 min read
I tested 4 free 70B-class LLM endpoints for real production work — here's what each is actually good at

I tested 4 free 70B-class LLM endpoints for real production work — here's what each is actually good at

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5 min read
Hybrid LLM Routing: Ollama + Claude API Without Quality Degradation

Hybrid LLM Routing: Ollama + Claude API Without Quality Degradation

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4 min read
I tested 4 local models as memory classifiers for OpenClaw — and thinking models are a trap

I tested 4 local models as memory classifiers for OpenClaw — and thinking models are a trap

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5 min read
Helicone is now in maintenance mode. Here is how to switch to a self-hosted alternative in 5 minutes.

Helicone is now in maintenance mode. Here is how to switch to a self-hosted alternative in 5 minutes.

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2 min read
KVQuant: real terminal proof for KV-cache compression

KVQuant: real terminal proof for KV-cache compression

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5 min read
How to access DeepSeek and Qwen alongside OpenAI without managing separate API keys for everything

How to access DeepSeek and Qwen alongside OpenAI without managing separate API keys for everything

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2 min read
Tenacious-Bench v0.1: a small B2B sales-outreach benchmark with contamination checks

Tenacious-Bench v0.1: a small B2B sales-outreach benchmark with contamination checks

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2 min read
When Your Training Loss Is Lying to You Building a Tenacious-Specific Sales Outreach Benchmark Eyoel Nebiyu · May 2026

When Your Training Loss Is Lying to You Building a Tenacious-Specific Sales Outreach Benchmark Eyoel Nebiyu · May 2026

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4 min read
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